Regional Leaf Area Index Retrieval Based on Remote Sensing: The Role of Radiative Transfer Model Selection.
Gaofei YinJing LiQinhuo LiuWeiliang FanBaodong XuYelu ZengJing ZhaoPublished in: Remote. Sens. (2015)
Keyphrases
- model selection
- remote sensing
- cross validation
- change detection
- remote sensing images
- hyperspectral
- high resolution
- remote sensing imagery
- multispectral
- hyperparameters
- parameter estimation
- automatic image registration
- satellite images
- remote sensing data
- image processing
- sample size
- satellite imagery
- high spatial resolution
- satellite data
- land cover
- machine learning
- multi spectral images
- image analysis
- remote sensed images
- digital image analysis
- model selection criteria
- variable selection
- selection criterion
- image fusion
- motion segmentation
- mixture model
- feature selection
- hyperspectral remote sensing
- hyperspectral images
- marginal likelihood
- gaussian process
- remotely sensed data
- information criterion
- index structure
- unsupervised learning
- pattern recognition
- computer vision